Operating model28 August 20268 min
The productivity dividend is an operating-model question.
Most organisations have bought the technology. Fewer have changed the way decisions are made around it, which is where the return actually lives.
A board approves a platform. Two years later the platform is live, the reporting is cleaner, and the cost base has not moved. This is a common outcome, and it is rarely a failure of engineering. The technology arrived; the decisions around it did not change.
Productivity is a function of how quickly a company can turn a decision into an effect. Software shortens the distance between the two, but only where the decision rights, the funding cycle and the team boundaries allow the shorter path to be taken. Where they do not, new systems are absorbed into old sequences of approval, and the gain is spent on coordination.
The practical test is not whether a capability exists but how many people must agree before it is used. We ask three questions of any programme before it starts.
Who is now allowed to decide something they could not decide before, and what have we stopped doing to make room for it?
The first question is about authority. A programme that adds capability without moving a single decision closer to the work will produce reports, not productivity. The second is about subtraction. Capacity released by automation is quietly reallocated to the same queue unless someone chooses otherwise, in writing, before the programme lands.
The third question concerns duration. Enduring companies make technology choices they can still defend when the vendor, the team and the strategy have all turned over once. That usually means fewer, larger commitments in the places where change is slow, and looser, more replaceable choices at the edges where it is fast. The failure mode is the reverse: bespoke work at the core of the business, and rigid commitments at the surface where the market moves.
None of this requires a new methodology. It requires the operating model to be treated as part of the investment case rather than an implementation detail, and a small number of people with the authority to change both at once.